| Paper | Code | MSE | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| GG-SSMs: Graph-Generating State Space Models | 0.3486 | 0.2487 | GG-SSM | 2024-12-17 | |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | ✓ Link | 0.395 | 0.268 | iTransformer | 2023-10-10 |
| SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting | ✓ Link | 0.419 | 0.269 | SegRNN | 2023-08-22 |
| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | ✓ Link | 0.462 | 0.285 | TimeMixer | 2024-05-23 |
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | ✓ Link | 0.471 | 0.275 | xPatch | 2024-12-23 |
| Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting | ✓ Link | 0.613 | 0.388 | Autoformer | 2021-06-24 |